Title :
Word Space: A New Approach to Describe Word Meanings
Author :
Yaguchi, Uichi ; Ohnishi, Hiroshi ; Yamaki, Kenta ; Naruse, Keitaro ; Oka, Ryuichi ; Tripp, Steven D.
Author_Institution :
University of Aizu, Japan
Abstract :
The purpose of this research is to acquire new knowledge about the meanings of words by arranging the words in space. We allocated the words and displayed their relationship with each other in a three-dimensional space with a method called Associated Keyword Space (ASKS). In the experiment, the data obtained by ASKS were compared with Thesaurus.com and WordNet, conventional methods of meaning description. The result of the experiment showed two important points. First, the strength of each meaning of a verb with polysemy was expressed by the visual relationship with and distance to associated words. Second, polysemy of the verb was expressed by the extension of the synonyms
Keywords :
Amplitude shift keying; Computer languages; Content based retrieval; Data mining; Internet; Joining processes; Multidimensional systems; Natural languages; Thesauri; Web pages;
Conference_Titel :
Computer and Information Technology, 2006. CIT '06. The Sixth IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
0-7695-2687-X
DOI :
10.1109/CIT.2006.197